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From Prediction to Action: Moving Beyond Machine Learning to Implementing Evidence-Based Perinatal Mental Health Care.

作者信息

Lewkowitz Adam K, Miller Emily S

机构信息

Department of Obstetrics and Gynecology (Lewkowitz, Miller) and Department of Psychiatry and Human Behavior (Miller), Warren Alpert Medical School at Brown University, Providence, RI; Center for Digital Health (Lewkowitz) and Department of Health Services Policy and Practice (Miller), Brown School of Public Health, Providence, RI.

出版信息

Am J Psychiatry. 2025 Jun 1;182(6):506-508. doi: 10.1176/appi.ajp.20250241.

Abstract
摘要

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本文引用的文献

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Predicting Diagnostic Progression to Schizophrenia or Bipolar Disorder via Machine Learning.
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Associations Between Implementation of the Collaborative Care Model and Disparities in Perinatal Depression Care.
Obstet Gynecol. 2022 Aug 1;140(2):204-211. doi: 10.1097/AOG.0000000000004859. Epub 2022 Jul 6.
9
Prediction of vaginal birth after cesarean delivery in term gestations: a calculator without race and ethnicity.
Am J Obstet Gynecol. 2021 Dec;225(6):664.e1-664.e7. doi: 10.1016/j.ajog.2021.05.021. Epub 2021 May 24.
10
Increased Depression Screening and Treatment Recommendations After Implementation of a Perinatal Collaborative Care Program.
Psychiatr Serv. 2021 Nov 1;72(11):1268-1275. doi: 10.1176/appi.ps.202000563. Epub 2021 May 21.

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